KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch
Niemczynowicz, Agnieszka, Kycia, Radosław Antoni
–arXiv.org Artificial Intelligence
Neural networks used in computations with more advanced algebras than real numbers perform better in some applications. However, there is no general framework for constructing hypercomplex neural networks. We propose a library integrated with Keras that can do computations within TensorFlow and PyTorch. It provides Dense and Convolutional 1D, 2D, and 3D layers architectures.
arXiv.org Artificial Intelligence
Jun-29-2024
- Country:
- Europe > Poland
- Lesser Poland Province > Kraków (0.14)
- Warmia-Masuria Province > Olsztyn (0.04)
- North America > United States (0.05)
- Europe > Poland
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- Research Report (0.50)
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